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Pragadeesh122

smallcase-mcp

search_mutual_funds

Search mutual funds in the smallcase public universe by name, AMC, or category. Get up to 50 results with a case-insensitive match.

Instructions

Search mutual funds in smallcase's public universe.

Args: query: Case-insensitive match on name / AMC / category (e.g. "DSP", "energy"). limit: Max results to return (1-50).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must carry the full burden. It does not reveal behavioral traits such as whether the search is read-only, requires authentication, or any side effects. Only the case-insensitive matching and limit range are mentioned.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is brief and front-loaded with the purpose, followed by concise parameter explanations. Every sentence adds value, with no fluff or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple search tool with two parameters and no output schema, the description covers purpose and parameter meanings adequately. However, it omits details about the response structure (e.g., fields returned) and any pagination beyond the limit parameter, which an agent might need for complete understanding.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 0% schema description coverage, the description adds significant meaning: it explains that 'query' matches case-insensitively on name/AMC/category with examples, and defines 'limit' as max results with a range. This compensates well for the schema's lack of descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action 'Search', the resource 'mutual funds', and the context 'in smallcase's public universe'. It is specific and distinct from sibling tools like search_smallcases and search_stocks.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description does not provide explicit guidance on when to use this tool versus alternatives. While the purpose implies it is for mutual funds, there is no mention of scenarios or limitations compared to sibling search tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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